Kunjal Panchal

12 papers A* 3A 1Journal 8
YearRankTypeTitle / Venue / Authors
2026 A conf
Atom: Efficient On-Device Video-Language Pipelines Through Modular Reuse.
MMSys
Kunjal Panchal, Saayan Mitra, Somdeb Sarkhel, Haoliang Wang, Ishita Dasgupta, Gang Wu, Hui Guan
2026 J jnl
CATTO: Balancing Preferences and Confidence in Language Models.
CoRR
Nisarg Parikh, Ananya Sai, Pannaga Shivaswamy, Kunjal Panchal, Andrew Lan
2025 J jnl
Atom: Efficient On-Device Video-Language Pipelines Through Modular Reuse.
CoRR
Kunjal Panchal, Saayan Mitra, Somdeb Sarkhel, Haoliang Wang, Ishita Dasgupta, Gang Wu, Hui Guan
2025 J jnl
The Cost of Avoiding Backpropagation.
CoRR
Kunjal Panchal, Sunav Choudhary, Yuriy Brun, Hui Guan
2024 A* conf
Thinking Forward: Memory-Efficient Federated Finetuning of Language Models.
NeurIPS
Kunjal Panchal, Nisarg Parikh, Sunav Choudhary, Lijun Zhang, Yuriy Brun, Hui Guan
2024 J jnl
Thinking Forward: Memory-Efficient Federated Finetuning of Language Models.
CoRR
Kunjal Panchal, Nisarg Parikh, Sunav Choudhary, Lijun Zhang, Yuriy Brun, Hui Guan
2023 J jnl
CommunityBots: Creating and Evaluating A Multi-Agent Chatbot Platform for Public Input Elicitation.
Proc. ACM Hum. Comput. Interact.
Zhiqiu Jiang, Mashrur Rashik, Kunjal Panchal, Mahmood Jasim, Ali Sarvghad, Pari Riahi, Erica Dewitt, Fey Thurber, Narges Mahyar
2023 A* conf
Flash: Concept Drift Adaptation in Federated Learning.
ICML
Kunjal Panchal, Sunav Choudhary, Subrata Mitra, Koyel Mukherjee, Somdeb Sarkhel, Saayan Mitra, Hui Guan
2023 A* conf
Flow: Per-instance Personalized Federated Learning.
NeurIPS
Kunjal Panchal, Sunav Choudhary, Nisarg Parikh, Lijun Zhang, Hui Guan
2022 J jnl
Flow: Per-Instance Personalized Federated Learning Through Dynamic Routing.
CoRR
Kunjal Panchal, Sunav Choudhary, Hui Guan
2020 J jnl
Differential Privacy and Natural Language Processing to Generate Contextually Similar Decoy Messages in Honey Encryption Scheme.
CoRR
Kunjal Panchal
2020 J jnl
Improved Algorithm for Seamlessly Creating Infinite Loops from a Video Clip, while Preserving Variety in Textures.
CoRR
Kunjal Panchal